Kasra D. Hadi

Technology Market Research & AI Innovation Strategist

I help teams understand emerging markets, disruptive startups, and strategic shifts across AI, cloud infrastructure, and enterprise software.

Combining market research, NLP, and competitive intelligence to map technology landscapes and translate complex signals into decision-ready insights.

Kasra D. Hadi - Abstract futuristic portrait

What I Help With

Technology Market Mapping

Identify competitors, emerging startups, product categories, business models, and ecosystem trends.

Competitive & Company Intelligence

Analyze companies, products, funding signals, positioning, capabilities, and growth opportunities.

Customer & Support Signal Analysis

Use NLP to extract themes, pain points, demand signals, and operational insights from tickets, reviews, calls, forms, and emails.

AI Research Systems

Build internal tools that automate research workflows, classify companies, summarize documents, and generate decision-ready reports.

Featured Projects

Selected work showing how I combine AI, NLP, data engineering, and business analysis to map markets, evaluate companies, understand customer signals, and support technology strategy.

Technology Market Research & Innovation Strategy — Morgan Stanley
Researching emerging technology disruptors, startup partners, and enterprise technology trends across AI/ML, cloud infrastructure, cybersecurity, and financial technology infrastructure.
Technology Market Research & Innovation Strategy — Morgan Stanley showcase

Tech Stack:

Market IntelligenceStartup ResearchM&A Opportunity DiscoveryAI/MLCloud+15 more

Since December 2025, I have worked in Morgan Stanley’s Montreal technology hub in a technology market research and innovation strategy role, focused on emerging technology disruptors, startup intelligence, AI/ML, cloud infrastructure, cybersecurity, enterprise technology trends, and strategic opportunity discovery.

AI-Powered Market & Company Mapping for SAP M&A
Built an AI-powered intelligence system to analyze and classify approximately 70,000 companies for SAP Corporate Development and M&A, supporting market mapping, startup discovery, competitor tracking, and strategic opportunity analysis.
AI-Powered Market & Company Mapping for SAP M&A showcase

Tech Stack:

LLMs (Llama, GPT-4)NLPWeb ScrapingPythonStrategic AI+4 more

Developed a strategic AI tool using GPT-4 to analyze and tag 70,000 startups for SAP's M&A division.

SAP Project
AI-Powered Company Valuation, Recommender & Automated Trading System (Master Research)
Master Research: Machine learning models for company valuation, market analysis, and simulated AI trading strategies.
AI-Powered Company Valuation, Recommender & Automated Trading System (Master Research) showcase

Tech Stack:

FinTech AIRecommender SystemsDeep LearningAlgorithmic Trading (Research)Interactive Brokers API+6 more

Designed and implemented an AI recommender system for precise company valuation based on financial data, market trends, and NLP-based analysis of company documents. Used knowledge graphs and ML models for comparables analysis.

Customer-Signal Research from 60,000+ Support Tickets
Used NLP topic modeling to transform large-scale support-ticket data into customer intelligence, surfacing recurring pain points, product issues, user needs, and operational improvement opportunities.
Customer-Signal Research from 60,000+ Support Tickets showcase

Tech Stack:

NLPTopic ModelingText AnalyticsPythonDeep Learning+3 more

Implemented and deployed NLP-based topic-modeling pipelines that automatically categorize ≈ 60 000 SAP product-support tickets each year, surface recurring issues, and pinpoint root causes.

SAP Project
Cloud Infrastructure & Cost Intelligence Dashboard
Built analytics dashboards to track cloud spend, product margins, infrastructure usage, and cost optimization opportunities across enterprise-scale cloud products.
Cloud Infrastructure & Cost Intelligence Dashboard showcase

Tech Stack:

Cloud Cost ManagementData Analytics & VisualizationGoPostgreSQLKubernetes+3 more

Built a scalable analytics platform and dashboard using Go, PostgreSQL and SAP Analytics Cloud to track and optimize cloud spend across Kubernetes and Docker-based environments at SAP.

SAP Project
Dentox™ AI-Powered Ecommerce & Customer Service Platform
AI-driven ecommerce platform for denture care products with intelligent customer service and sales automation.
Dentox™ AI-Powered Ecommerce & Customer Service Platform showcase

Tech Stack:

AI AgentsTTS/ASRE-commerce AutomationPythonLangChain/LangGraph+8 more

Launched Dentox™, a premium denture-care line now distributed on Amazon FBA and Dentox.ca.

AI Agent Governance, Observability & Security
Runtime guardrails, monitoring, and compliance for LLM apps and multi-agent systems.
AI Agent Governance, Observability & Security showcase

Tech Stack:

PythonFastAPILangChain/LangGraphPolicy-as-CodeOpenTelemetry+1 more

The project is a platform to safely operate AI agents in production. It auto-discovers agents and endpoints, enforces policy-as-code before and after generation, and provides deep observability with searchable audit trails. The system detects prompt-injection, jailbreaks, PII leaks, and hallucination risk; maps controls to frameworks (EU AI Act, NIST AI RMF); and supports canarying, rollback, and human-in-the-loop approvals. Secure RAG features check document provenance and citation confidence, while latency/cost SLOs and drift monitors keep performance and spend on track.